{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: tensorflow-gpu==2.2.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (2.2.0)\n",
      "Requirement already satisfied: opt-einsum>=2.3.2 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (3.3.0)\n",
      "Requirement already satisfied: absl-py>=0.7.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (0.9.0)\n",
      "Requirement already satisfied: termcolor>=1.1.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.1.0)\n",
      "Requirement already satisfied: astunparse==1.6.3 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.6.3)\n",
      "Requirement already satisfied: six>=1.12.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.15.0)\n",
      "Requirement already satisfied: numpy<2.0,>=1.16.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.18.5)\n",
      "Requirement already satisfied: wrapt>=1.11.1 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.12.1)\n",
      "Requirement already satisfied: h5py<2.11.0,>=2.10.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (2.10.0)\n",
      "Requirement already satisfied: scipy==1.4.1; python_version >= \"3\" in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.4.1)\n",
      "Requirement already satisfied: tensorflow-estimator<2.3.0,>=2.2.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (2.2.0)\n",
      "Requirement already satisfied: wheel>=0.26; python_version >= \"3\" in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (0.34.2)\n",
      "Requirement already satisfied: grpcio>=1.8.6 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.30.0)\n",
      "Requirement already satisfied: tensorboard<2.3.0,>=2.2.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (2.2.2)\n",
      "Requirement already satisfied: keras-preprocessing>=1.1.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (1.1.2)\n",
      "Requirement already satisfied: gast==0.3.3 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (0.3.3)\n",
      "Requirement already satisfied: google-pasta>=0.1.8 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (0.2.0)\n",
      "Requirement already satisfied: protobuf>=3.8.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorflow-gpu==2.2.0) (3.12.2)\n",
      "Requirement already satisfied: markdown>=2.6.8 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (3.2.2)\n",
      "Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (0.4.1)\n",
      "Requirement already satisfied: setuptools>=41.0.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (49.2.0.post20200714)\n",
      "Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.7.0)\n",
      "Requirement already satisfied: werkzeug>=0.11.15 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.0.1)\n",
      "Requirement already satisfied: google-auth<2,>=1.6.3 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.20.0)\n",
      "Requirement already satisfied: requests<3,>=2.21.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (2.24.0)\n",
      "Requirement already satisfied: importlib-metadata; python_version < \"3.8\" in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from markdown>=2.6.8->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.7.0)\n",
      "Requirement already satisfied: requests-oauthlib>=0.7.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.3.0)\n",
      "Requirement already satisfied: cachetools<5.0,>=2.0.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (4.1.1)\n",
      "Requirement already satisfied: rsa<5,>=3.1.4; python_version >= \"3.5\" in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (4.6)\n",
      "Requirement already satisfied: pyasn1-modules>=0.2.1 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (0.2.8)\n",
      "Requirement already satisfied: idna<3,>=2.5 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (2.10)\n",
      "Requirement already satisfied: chardet<4,>=3.0.2 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (3.0.4)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (2020.6.20)\n",
      "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (1.25.10)\n",
      "Requirement already satisfied: zipp>=0.5 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from importlib-metadata; python_version < \"3.8\"->markdown>=2.6.8->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (3.1.0)\n",
      "Requirement already satisfied: oauthlib>=3.0.0 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (3.1.0)\n",
      "Requirement already satisfied: pyasn1>=0.1.3 in /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages (from rsa<5,>=3.1.4; python_version >= \"3.5\"->google-auth<2,>=1.6.3->tensorboard<2.3.0,>=2.2.0->tensorflow-gpu==2.2.0) (0.4.8)\n"
     ]
    }
   ],
   "source": [
    "## tensorflow-gpu==2.3.0 bug to load_weight after call inference\n",
    "!pip install tensorflow-gpu==2.2.0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import yaml\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import tensorflow as tf\n",
    "\n",
    "from tensorflow_tts.inference import AutoConfig\n",
    "from tensorflow_tts.inference import TFAutoModel\n",
    "from tensorflow_tts.inference import AutoProcessor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "processor = AutoProcessor.from_pretrained(\"../tensorflow_tts/processor/pretrained/ljspeech_mapper.json\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"i love you so much.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "config = AutoConfig.from_pretrained(\"../examples/fastspeech/conf/fastspeech.v1.yaml\")\n",
    "fastspeech = TFAutoModel.from_pretrained(\n",
    "    config=config, \n",
    "    pretrained_path=None, # \"../examples/fastspeech2/checkpoints/model-150000.h5\",\n",
    "    is_build=False, # don't build model if you want to save it to pb. (TF related bug)\n",
    "    name=\"fastspeech\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Save to Pb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs = fastspeech.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "fastspeech.load_weights(\"../examples/fastspeech/checkpoints/fastspeech.v1-150K.h5\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:Skipping full serialization of Keras layer <tensorflow_tts.models.fastspeech.TFFastSpeech object at 0x7f2427672b10>, because it is not built.\n",
      "WARNING:tensorflow:From /home/lap13548/anaconda3/envs/tensorflow-tts/lib/python3.7/site-packages/tensorflow/python/ops/resource_variable_ops.py:1817: calling BaseResourceVariable.__init__ (from tensorflow.python.ops.resource_variable_ops) with constraint is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "If using Keras pass *_constraint arguments to layers.\n",
      "INFO:tensorflow:Assets written to: ./test_saved/assets\n"
     ]
    }
   ],
   "source": [
    "# save model into pb and do inference. Note that signatures should be a tf.function with input_signatures.\n",
    "tf.saved_model.save(fastspeech, \"./test_saved\", signatures=fastspeech.inference)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load and Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "fastspeech = tf.saved_model.load(\"./test_saved\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"There’s a way to measure the acute emotional intelligence that has never gone out of style.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs = fastspeech.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Let inference other input to check dynamic shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "input_text = \"The Commission further recommends that the Secret Service coordinate its planning as closely as possible with all of the Federal agencies from which it receives information.\"\n",
    "input_ids = processor.text_to_sequence(input_text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs = fastspeech.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.0], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Let check speed control"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "mel_before, mel_after, duration_outputs = fastspeech.inference(\n",
    "    input_ids=tf.expand_dims(tf.convert_to_tensor(input_ids, dtype=tf.int32), 0),\n",
    "    speaker_ids=tf.convert_to_tensor([0], dtype=tf.int32),\n",
    "    speed_ratios=tf.convert_to_tensor([1.5], dtype=tf.float32),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "mel_after = tf.reshape(mel_after, [-1, 80]).numpy()\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax1 = fig.add_subplot(311)\n",
    "ax1.set_title(f'Predicted Mel-after-Spectrogram')\n",
    "im = ax1.imshow(np.rot90(mel_after), aspect='auto', interpolation='none')\n",
    "fig.colorbar(mappable=im, shrink=0.65, orientation='horizontal', ax=ax1)\n",
    "plt.show()\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
